The quest for sustainable and high-performing biodiesel fuels necessitates a meticulous examination of feedstock characteristics. Selecting optimal ingredients is paramount to achieving desired base oil properties. Moreover, the structure of the selected feedstock directly influences the overall quality of the biodiesel produced. Understanding the